Solutions Built to Move Real Estate Forward
Built to support the decisions that matter most: where to buy, what to build, and how to move first.
Swarmalytics delivers modular, AI-powered tools designed for real estate professionals who make decisions at the parcel level. Whether you're sourcing land, pricing new builds, forecasting listings, or assessing market activity, our tools deliver focused intelligence faster, smarter, and grounded in real data.
Every tool works on its own. Together, they give your team a new kind of infrastructure: adaptable, predictive, and custom-fit for your real estate strategy.
Swarmalytics Tool Suite
Each tool can be implemented independently or layered into a custom solution.
Land Discovery
AI-powered parcel ranking, customized to your market.
Quickly identify the most promising parcels in any US geography using predictive models trained on real development outcomes. Customize filters by parcel type, size, zoning, infrastructure availability, school rankings, flood risk, and more.
Includes access to:
Parcel desirability scores
“Urban Report Card” breakdowns (growth, infrastructure, amenities)
Owner and contact information
via SwarmTrace
Comp Engine
Smarter comps, clearer decisions.
Go beyond square footage with AI-modeled predictions for sales price, listing price, and expected time on market. Evaluate future build performance based on real comps and historical market patterns without relying solely on MLS tools.
Ideal for:
Pre-construction pricing
Acquisition modeling
Investor pitch prep
Predictive Listings
Know who’s likely to list before they do.
Listing Radar forecasts which properties are likely to hit the market next, giving acquisition teams and forward-looking agents a timing advantage in competitive or inventory-constrained regions. Tap into behavioral, geographic, and market signals to prioritize your pipeline and outreach.
Ideal for:
Land acquisition teams seeking early access to off-market opportunities
Brokers and agents focused on listing prospecting and farm targeting
Builders and investors scouting high-probability teardown or infill sites
Need something tailored to your team or market?
We work directly with builders, developers, investors, and acquisition teams to deliver hybrid solutions—mixing our core tools with custom data layers, white-labeled dashboards, or scoped R&D.
This is ideal for teams that:
Operate across multiple regions
Have in-house analysts who need better source data
Want a competitive advantage in land strategy or pricing
And if you need a data layer or tool that doesn’t exist yet, we’ll build it. From zoning classification maps to permitting behavior models to specialized overlays, our team can create precision tools tailored to your strategy.
Recent examples include:
National zoning classification database
Aggregated parcel builder (grouping adjacent parcels for development feasibility)
Disaster risk overlays tied to parcel profiles
Permit-friendly municipality rankings
Custom Data Solutions
Ready to Unlock Better Decisions?
Talk to our team about your strategy. We’ll match you with the right tools, or help you build what’s missing.